Rekha Gayen Pramanik

Rekha Gayen Pramanik

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Forums

Building AI-powered build-fix on Bedrock — what worked, what burned

For our PH launch next Tuesday, I want to share the technical bet that's

become our differentiator:
SmartFix when a deploy fails on a broken

requirements.txt / package.json / Dockerfile, an AI reads the build log,

proposes a fix, commits it, and re-runs the build.

The problem was never storage, it was retrieval

For years I thought I had a documentation problem.

I didn t. I had a retrieval problem.

There are hundreds of hours of strategy sessions, product demos, customer interviews and workshops sitting in folders on my machine. We recorded everything because the conversations mattered.

Then six months later someone would ask:

What would make you switch from doomscrolling to hopescrolling?

Hey PH community

I'm Tom, solo founder of Brightcast launching here on Friday.

I've been building a hope platform that tracks verified global progress across innovation, health, environment, community, peace, etc. The idea came from a simple frustration: the world is measurably getting better by almost every metric, but the news makes it feel like everything is falling apart.

Before we launch, I'm genuinely curious:

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